2 citations · 2 across the 14 of their papers we have counts for
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cs.LG2024
In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting
Constantin Philippenko, Kevin Scaman, Laurent Massoulié
We analyze a distributed algorithm to compute a low-rank matrix factorization on clients, each holding a local dataset , mathematica…
stat.ML2024
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
Mathieu Even, Luca Ganassali, Jakob Maier +1
The Procrustes-Wasserstein problem consists in matching two high-dimensional point clouds in an unsupervised setting, and has many applications in natural language processing and c…
cs.DS2024
Barely Random Algorithms and Collective Metrical Task Systems
Romain Cosson, Laurent Massoulié
We consider metrical task systems on general metric spaces with points, and show that any fully randomized algorithm can be turned into a randomized algorithm that uses only $2…